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ecaaf47
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c487059
Create README.md
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README.md
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---
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language: "en"
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tags:
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- buy-intent
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- sell-intent
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- consumer-intent
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widget:
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- text: "Can you please share pictures for Face Shields ? We are looking for large quantity pcs"
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---
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# KEYWORD QUERY VS STATEMENT/QUESTION CLASSIFIER FOR NEURAL SEARCH
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| Train Loss | Validation Acc.| Test Acc.|
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| ------------- |:-------------: | -----: |
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| 0.013 | 0.988 | 0.992 |
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# Sample Intents for Testings
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LABEL_0 => **"SELLING_INTENT"** <br/>
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LABEL_1 => **"BUYING_INTENT"**
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## Buying Intents
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- I am interested in this style of PGN-ES-D-6150 /Direct drive energy saving servo motor price and in doing business with you. Could you please send me the quotation
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- Hi, I am looking for a supplier of calcium magnesium carbonate fertilizer. Can you send 1 bag sample via air freight to the USA?
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- I am looking for the purple ombre dress with floral bodice in a size 12 for my wedding in June this year
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- we are interested in your Corned Beef. do you have any quality assurance certificates? looking forward to hearing from you.
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- I would like to know if pet nail clippers are of high quality. And if you would send a free sample?
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## Selling Intents
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- Black full body massage chair for sale.
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- Boiler over 7 years old
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- Polyester trousers black, size 24.
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- Oliver Twist £1, German Dictionary 50p (Cold War s0ld), Penguin Plays £1, post by arrangement. The bundle price is £2. Will separate (Twelfth Night and Sketch B&W Sold)
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- Brand new Royal Doulton bone China complete Dinner Service comprising 55 pieces including coffee pot and cups. (6 PLACE SETTING) ! 'Diana' design delicate pattern.
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## Usage in Transformers
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```python
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from transformers import AutoTokenizer, AutoModelForSequenceClassification
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tokenizer = AutoTokenizer.from_pretrained("shahrukhx01/buy-sell-intent-classifier-bert-mini")
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model = AutoModelForSequenceClassification.from_pretrained("shahrukhx01/buy-sell-intent-classifier-bert-mini")
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```
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## <p style='color:red'>Due to the privacy reasons, I unfortunately can't share the dataset and its splits.</p>
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